Data Lakes for Smarter Associations

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What is a “data lake”?

Data lake – it’s a big, partially structured and differently structured set of data from your association that you can use to answer interesting questions. Think of it like throwing everything in your pantry into one magical cauldron and it comes back with answers. Of course be careful what you ask, as SECURITY IS ALWAYS JOB 1! But it’s cool.

This is how AWS visualizes it:

Source: https://aws.amazon.com/big-data/datalakes-and-analytics/what-is-a-data-lake/

Having been personally involved in politics, analytics, electrical engineering, programming, robotics, public relations and media strategy not to mention the whole entrepreneurship thing, I must to start with a warning; do NOT go overboard.

Luckily Tendenci as your AMS makes this a whole lot easier with all of the ways to import and export data (or your whole database.) And pretty much every report has a structured export as well, from custom forms, donations, event registrations, memberships, you name it. You have FULL ACCESS to YOUR DATA in both flat files and in the actual database schema. For example:

I like this quote from wipro:

If the data in a lake is not well curated, then it may turn into a data swamp, flooding an organization with information.

https://www.wipro.com/en-US/analytics/five-best-practices-to-keep-your-data-lake-healthy/

You can see more screen shots of the built in reporting within Tendenci. Yet let’s be realistic, you are integrating data from many sources and a Data Lake including but not limited to your data on Tendenci might be just the thing. Contact us for more, because we LOVE DATA!

And we’ve got over 20+ years of experience to back it up.

Why not make 2020 the banner year to grow your membership and donations? Because that’s what we THRIVE ON! YOUR SUCCESS!

What a DDoS attack to an Association Looks Like

The following graphs show what a Distributed Denial of Service (DDoS) attack on an association looks like. The names, rates and volume of the association have been blurred for security reasons. We are thankful to AWS for their own defenses in front of ours, which  help us mitigate these issues.

responding to ddos attacks as best we can
active response to mitigate attacks

Note: The  graphic above, is filtered for a 24 hour span for one client. The infrastructure is in place, and highly redundant, so we can monitor and keep our clients safe. For clients in the US or hosted in other countries (we have multiple Tendenci clouds as needed.)

Note 2: Make no mistake – If a bad-actor has the budget – they can and will purchase enough bots to take a site down. This is well documented. Even our resources at AWS are limited in what they can handle. Budget (yes BUDGET) accordingly.